{"id":6406,"date":"2025-05-29T15:05:36","date_gmt":"2025-06-04T07:09:36","guid":{"rendered":"https:\/\/badgameshow.com\/steven\/?p=6406"},"modified":"2025-06-04T15:05:36","modified_gmt":"2025-06-04T07:09:36","slug":"%e5%88%a9%e7%94%a8%e5%b8%8c%e7%88%be%e8%b6%a8%e5%90%91%e6%8c%87%e6%a8%99%e5%80%92%e5%82%b3%e9%81%9e%e9%80%9a%e9%81%93cciechochannel%e4%ba%a4%e6%98%93%e6%8c%87%e6%a8%99%e7%9a%84%e6%99%82%e6%a9%9f","status":"publish","type":"post","link":"https:\/\/badgameshow.com\/steven\/python\/%e5%88%a9%e7%94%a8%e5%b8%8c%e7%88%be%e8%b6%a8%e5%90%91%e6%8c%87%e6%a8%99%e5%80%92%e5%82%b3%e9%81%9e%e9%80%9a%e9%81%93cciechochannel%e4%ba%a4%e6%98%93%e6%8c%87%e6%a8%99%e7%9a%84%e6%99%82%e6%a9%9f\/","title":{"rendered":"\u5982\u4f55\u4f7f\u7528Python\u5be6\u73fe\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e\u901a\u9053(CCI Echo Channel) \u4ea4\u6613\u6307\u6a19\uff1a\u5b8c\u6574\u6559\u5b78\u8207\u7bc4\u4f8b"},"content":{"rendered":"

<\/p>\n

\u5982\u4f55\u4f7f\u7528Python\u5be6\u73fe\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e\u901a\u9053(CCI Echo Channel) \u4ea4\u6613\u6307\u6a19\uff1a\u5b8c\u6574\u6559\u5b78\u8207\u7bc4\u4f8b<\/h1>\n

\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e\u901a\u9053(CCI Echo Channel) \u662f\u4e00\u7a2e\u7528\u65bc\u6280\u8853\u5206\u6790\u7684\u6307\u6a19\uff0c\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u4e86\u89e3\u5e02\u5834\u8da8\u52e2\u4e26\u63d0\u4f9b\u4ea4\u6613\u6a5f\u6703\u3002\u5b83\u53ef\u61c9\u7528\u65bc\u591a\u7a2e\u5e02\u5834\uff0c\u5305\u62ec\u80a1\u7968\u3001\u671f\u8ca8\u3001\u5916\u532f\u7b49\u3002\u672c\u6587\u5c07\u4ecb\u7d39\u5982\u4f55\u4f7f\u7528\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e\u901a\u9053(CCI Echo Channel) \u4ea4\u6613\u6307\u6a19\uff0c\u4ee5\u53ca\u4f7f\u7528Python\u7a0b\u5f0f\u78bc\u4f86\u5be6\u73fe\u5b83\u3002<\/p>\n

\u4ec0\u9ebc\u662f\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e\u901a\u9053(CCI Echo Channel)<\/h2>\n

\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e\u901a\u9053(CCI Echo Channel) \u662f\u4e00\u7a2e\u6280\u8853\u5206\u6790\u6307\u6a19\uff0c\u4e3b\u8981\u7528\u65bc\u6aa2\u6e2c\u5e02\u5834\u8da8\u52e2\u4e26\u63d0\u4f9b\u4ea4\u6613\u4fe1\u865f\u3002\u5176\u539f\u7406\u57fa\u65bc\u5546\u54c1\u901a\u9053\u6307\u6578(CCI)\uff0c\u7576CCI\u6307\u6a19\u8d85\u904e\u4e00\u5b9a\u7684\u95be\u503c\uff0c\u5247\u8868\u660e\u5e02\u5834\u6b63\u5728\u8f49\u5411\u8cb7\u65b9\uff0c\u53cd\u4e4b\u5247\u986f\u793a\u5e02\u5834\u8f49\u5411\u8ce3\u65b9\u3002<\/p>\n

\u5982\u4f55\u4f7f\u7528\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e\u901a\u9053(CCI Echo Channel) \u4ea4\u6613\u6307\u6a19<\/h2>\n

\u4f7f\u7528\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e\u901a\u9053(CCI Echo Channel) \u4ea4\u6613\u6307\u6a19\u6642\uff0c\u6295\u8cc7\u8005\u9700\u8a2d\u5b9a\u4e00\u500b\u95be\u503c\u3002\u7576CCI\u6307\u6a19\u8d85\u904e\u8a72\u95be\u503c\uff0c\u8868\u660e\u5e02\u5834\u8f49\u5411\u8cb7\u65b9\uff1b\u53cd\u4e4b\uff0c\u5247\u986f\u793a\u5e02\u5834\u8f49\u5411\u8ce3\u65b9\u3002\u6295\u8cc7\u8005\u53ef\u4ee5\u6839\u64da\u500b\u4eba\u4ea4\u6613\u7b56\u7565\u8abf\u6574\u95be\u503c\uff0c\u6c7a\u5b9a\u6700\u4f73\u9032\u51fa\u5834\u6642\u6a5f\u3002<\/p>\n

\u4f7f\u7528Python\u7a0b\u5f0f\u78bc\u5be6\u73fe\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e\u901a\u9053(CCI Echo Channel) \u4ea4\u6613\u6307\u6a19<\/h2>\n

\u4ee5\u4e0b\u662f\u5b8c\u6574\u7684Python\u7a0b\u5f0f\u78bc\u7bc4\u4f8b\uff0c\u5c55\u793a\u5982\u4f55\u8a08\u7b97CCI\u6307\u6a19\u4e26\u9032\u884c\u4ea4\u6613\u6c7a\u7b56\uff1a<\/p>\n

“`python
\n# \u5f15\u5165\u6240\u9700\u7684\u51fd\u5f0f\u5eab
\nimport pandas as pd
\nimport numpy as np<\/p>\n

# \u8b80\u53d6\u8cc7\u6599
\ndata = pd.read_csv(‘data.csv’)<\/p>\n

# \u8a08\u7b97\u79fb\u52d5\u5e73\u5747\u8207\u6a19\u6e96\u5dee
\ndata[‘MA’] = data[‘Close’].rolling(window=20).mean()
\ndata[‘STD’] = data[‘Close’].rolling(window=20).std()<\/p>\n

# \u8a08\u7b97CCI\u6307\u6a19
\ndata[‘CCI’] = (data[‘Close’] – data[‘MA’]) \/ (0.015 * data[‘STD’])<\/p>\n

# \u8a2d\u5b9a\u95be\u503c
\nthreshold = 0.5<\/p>\n

# \u5224\u65b7\u5e02\u5834\u8da8\u52e2
\nif data[‘CCI’].iloc[-1] > threshold:
\n print(‘Market is turning bullish’)
\nelif data[‘CCI’].iloc[-1] < -threshold:\n print('Market is turning bearish')\nelse:\n print('Market trend is unclear')\n```\n\n\u9019\u6bb5\u7a0b\u5f0f\u78bc\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u4e86\u89e3\u5e02\u5834\u8da8\u52e2\uff0c\u63d0\u4f9b\u5be6\u7528\u7684\u4ea4\u6613\u5efa\u8b70\u3002\u78ba\u4fdd\u60a8\u7684 `data.csv` \u6587\u4ef6\u4e2d\u5305\u542b\u6b63\u78ba\u7684\u6536\u76e4\u50f9\u6578\u64da\u3002\n\n\n\n

\u5e38\u898b\u932f\u8aa4\u6392\u9664<\/h2>\n

1. **\u8cc7\u6599\u683c\u5f0f\u932f\u8aa4**\uff1a\u78ba\u4fddCSV\u6587\u4ef6\u4e2d\u7684\u6578\u64da\u683c\u5f0f\u6b63\u78ba\uff0c\u7279\u5225\u662f\u65e5\u671f\u548c\u6536\u76e4\u50f9\u3002
\n2. **\u7a0b\u5f0f\u5eab\u672a\u5b89\u88dd**\uff1a\u5982\u679c\u51fa\u73fe `ModuleNotFoundError`\uff0c\u8acb\u78ba\u8a8d\u5df2\u5b89\u88dd `pandas` \u548c `numpy`\u3002
\n3. **\u95be\u503c\u8a2d\u5b9a\u4e0d\u7576**\uff1a\u6839\u64da\u4e0d\u540c\u5e02\u5834\u7279\u6027\u8abf\u6574\u95be\u503c\uff0c\u4ee5\u7372\u5f97\u66f4\u6e96\u78ba\u7684\u4ea4\u6613\u4fe1\u865f\u3002<\/p>\n

\u5ef6\u4f38\u61c9\u7528<\/h2>\n

\u9664\u4e86\u4f7f\u7528CCI\u6307\u6a19\uff0c\u6295\u8cc7\u8005\u9084\u53ef\u4ee5\u7d50\u5408\u5176\u4ed6\u6280\u8853\u6307\u6a19\uff08\u5982RSI\u3001MACD\uff09\u9032\u884c\u66f4\u5168\u9762\u7684\u5e02\u5834\u5206\u6790\uff0c\u589e\u5f37\u4ea4\u6613\u7b56\u7565\u7684\u6e96\u78ba\u6027\u3002<\/p>\n

\u7e3d\u7d50<\/h2>\n

\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e\u901a\u9053(CCI Echo Channel) \u662f\u4e00\u7a2e\u6709\u6548\u7684\u6280\u8853\u5206\u6790\u5de5\u5177\uff0c\u5e6b\u52a9\u6295\u8cc7\u8005\u6aa2\u6e2c\u5e02\u5834\u8da8\u52e2\u4e26\u63d0\u4f9b\u4ea4\u6613\u6a5f\u6703\u3002\u901a\u904ePython\u7a0b\u5f0f\u78bc\u5be6\u73fe\u9019\u4e00\u6307\u6a19\uff0c\u6295\u8cc7\u8005\u53ef\u4ee5\u9748\u6d3b\u61c9\u5c0d\u5e02\u5834\u8b8a\u5316\uff0c\u5236\u5b9a\u51fa\u8272\u7684\u4ea4\u6613\u7b56\u7565\u3002\u6b32\u4e86\u89e3\u66f4\u591aPython\u6559\u5b78\uff0c\u8acb\u53c3\u8003 [\u9019\u88e1](https:\/\/vocus.cc)\u3002<\/p>\n

Q&A\uff08\u5e38\u898b\u554f\u984c\u89e3\u7b54\uff09<\/h2>\n

1. **\u4ec0\u9ebc\u662fCCI\u6307\u6a19\uff1f**
\n CCI\u6307\u6a19\u662f\u4e00\u7a2e\u6280\u8853\u5206\u6790\u5de5\u5177\uff0c\u7528\u65bc\u8a55\u4f30\u5e02\u5834\u7684\u8d85\u8cb7\u6216\u8d85\u8ce3\u72c0\u614b\u3002<\/p>\n

2. **\u5982\u4f55\u9078\u64c7\u5408\u9069\u7684\u95be\u503c\uff1f**
\n \u95be\u503c\u61c9\u6839\u64da\u6b77\u53f2\u6578\u64da\u548c\u5e02\u5834\u6ce2\u52d5\u6027\u9032\u884c\u8abf\u6574\uff0c\u4ee5\u9054\u5230\u6700\u4f73\u7d50\u679c\u3002<\/p>\n

3. **Python\u5982\u4f55\u8b80\u53d6CSV\u6587\u4ef6\uff1f**
\n \u4f7f\u7528 `pandas` \u5eab\u4e2d\u7684 `read_csv` \u65b9\u6cd5\u5373\u53ef\u8f15\u9b06\u8b80\u53d6CSV\u6587\u4ef6\u3002<\/p>\n

—<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6587\u7ae0\u6458\u8981\uff1a\u672c\u6587\u5c07\u4ecb\u7d39\u5982\u4f55\u5229\u7528\u5e0c\u723e\u8da8\u5411\u6307\u6a19\u5012\u50b3\u905e\u901a\u9053(CCIEchoChannel)\u4ea4\u6613\u6307\u6a19\uff0c\u4ee5\u53ca\u5728Python\u4e2d\u4f7f\u7528\u5b83\u7684\u6642\u6a5f\u8207\u7bc4\u4f8b\u3002\u9019\u500b\u6307\u6a19\u53ef\u4ee5\u5e6b\u52a9\u6295\u8cc7\u8005\u66f4\u597d\u5730\u5206\u6790\u5e02\u5834\u8da8\u52e2\uff0c\u4e26\u66f4\u6709\u6548\u5730\u6295\u8cc7\u3002<\/p>\n","protected":false},"author":1,"featured_media":2518,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[18,189],"tags":[15,188],"class_list":["post-6406","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","category-189","tag-python","tag-188"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/badgameshow.com\/steven\/wp-content\/uploads\/2022\/12\/DALL\u00b7E-2022-12-28-14.25.55-\u62f7\u8c9d2.png","jetpack-related-posts":[],"jetpack_shortlink":"https:\/\/wp.me\/pcFK27-1Fk","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6406","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/comments?post=6406"}],"version-history":[{"count":2,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6406\/revisions"}],"predecessor-version":[{"id":12709,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/posts\/6406\/revisions\/12709"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/media\/2518"}],"wp:attachment":[{"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/media?parent=6406"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/categories?post=6406"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/badgameshow.com\/steven\/wp-json\/wp\/v2\/tags?post=6406"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}